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Disparity Estimation

The Disparity Estimation is the task of finding the pixels in the multiscopic views that correspond to the same 3D point in the scene.

Papers

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Showing 51–60 of 162 papers

Title	Date	Tasks	Status	Hype	Score
Learning for Disparity Estimation through Feature Constancy	Dec 4, 2017	Disparity EstimationStereo Matching	CodeCode Available	0	5
Road surface 3d reconstruction based on dense subpixel disparity map estimation	Jul 5, 2018	3D ReconstructionComputational Efficiency	CodeCode Available	0	5
Digging Into Normal Incorporated Stereo Matching	Feb 28, 2024	Disparity EstimationStereo Matching	CodeCode Available	0	5
Color Agnostic Cross-Spectral Disparity Estimation	Dec 14, 2023	Disparity EstimationImage Generation	CodeCode Available	0	5
Adaptive Unimodal Cost Volume Filtering for Deep Stereo Matching	Sep 9, 2019	Disparity Estimationregression	CodeCode Available	0	5
Learning on the Edge: Explicit Boundary Handling in CNNs	May 8, 2018	ColorizationDisparity Estimation	CodeCode Available	0	5
Detect, Replace, Refine: Deep Structured Prediction For Pixel Wise Labeling	Dec 14, 2016	Disparity EstimationStereo Matching	CodeCode Available	0	5
AutoDispNet: Improving Disparity Estimation With AutoML	May 17, 2019	AutoMLBayesian Optimization	CodeCode Available	0	5
Depth-Based Selective Blurring in Stereo Images Using Accelerated Framework	Jan 21, 2020	CPUDisparity Estimation	CodeCode Available	0	5
Hinge-Wasserstein: Estimating Multimodal Aleatoric Uncertainty in Regression Tasks	Jun 1, 2023	Density EstimationDisparity Estimation	CodeCode Available	0	5

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All datasets Sintel 4D LFV - ambushfight5 Sintel 4D LFV - bamboo3 Sintel 4D LFV - shaman2 Sintel 4D LFV - thebigfight2

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Two-stream CNN+CLSTM	BadPix(0.01)	62.05	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Two-stream CNN+CLSTM	BadPix(0.01)	53.3	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Two-stream CNN+CLSTM	BadPix(0.01)	74.77	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Two-stream CNN+CLSTM	BadPix(0.01)	17.75	—	Unverified